Using jit puts constraints on the kind of Python control flow the function can use; see the tutorial on Control Flow and Logical Operators with JIT for more. Auto-vectorization with vmap vmap is the vectorizing map. It has the familiar semantics of mapping a function along array axes, but ...
To assess the quality of data generated from the CG platform, genotype calls between 25 and 35 Mb from the Illumina Human 1 M-Duo BeadChip SNP array were compared with the CG sequencing data. The results showed a high concordance rate (99.5% for A33-B58-DR3 and 99.6% for A2-B46...
You can mix jit and grad and any other JAX transformation however you like. Auto-vectorization with vmap vmap is the vectorizing map. It has the familiar semantics of mapping a function along array axes, but instead of keeping the loop on the outside, it pushes the loop down into a func...
To assess the quality of data generated from the CG platform, genotype calls between 25 and 35 Mb from the Illumina Human 1 M-Duo BeadChip SNP array were compared with the CG sequencing data. The results showed a high concordance rate (99.5% for A33-B58-DR3 and 99.6% for A2-B46...
(https://scikit-learn.org/), including the support vector machine (SVM), linear discriminant analysis (LDA), auto-encoder (AE), random forests (RF), logistic regression (LR), logistic regression via Lasso (LRLasso), ada-boost (AB), decision tree (DT), Gaussian process (GP), and naive...
vmap is the vectorizing map. It has the familiar semantics of mapping a function along array axes, but instead of keeping the loop on the outside, it pushes the loop down into a function’s primitive operations for better performance. Using vmap can save you from having to carry around ba...
vmap is the vectorizing map. It has the familiar semantics of mapping a function along array axes, but instead of keeping the loop on the outside, it pushes the loop down into a function’s primitive operations for better performance.
You can mix jit and grad and any other JAX transformation however you like. Auto-vectorization with vmap vmap is the vectorizing map. It has the familiar semantics of mapping a function along array axes, but instead of keeping the loop on the outside, it pushes the loop down into a func...
You can mixjitandgradand any other JAX transformation however you like. Auto-vectorization with vmap vmapis the vectorizing map. It has the familiar semantics of mapping a function along array axes, but instead of keeping the loop on the outside, it pushes the loop down into a function’s...
You can mix jit and grad and any other JAX transformation however you like. Auto-vectorization with vmap vmap is the vectorizing map. It has the familiar semantics of mapping a function along array axes, but instead of keeping the loop on the outside, it pushes the loop down into a func...